21 March 2016 Framework for quantitative evaluation of 3D vessel segmentation approaches using vascular phantoms in conjunction with 3D landmark localization and registration
Author Affiliations +
Abstract
We introduce a framework for quantitative evaluation of 3D vessel segmentation approaches using vascular phantoms. Phantoms are designed using a CAD system and created with a 3D printer, and comprise realistic shapes including branches and pathologies such as abdominal aortic aneurysms (AAA). To transfer ground truth information to the 3D image coordinate system, we use a landmark-based registration scheme utilizing fiducial markers integrated in the phantom design. For accurate 3D localization of the markers we developed a novel 3D parametric intensity model that is directly fitted to the markers in the images. We also performed a quantitative evaluation of different vessel segmentation approaches for a phantom of an AAA.
© (2016) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Stefan Wörz, Philipp Hoegen, Wei Liao, Matthias Müller-Eschner, Hans-Ulrich Kauczor, Hendrik von Tengg-Kobligk, Karl Rohr, "Framework for quantitative evaluation of 3D vessel segmentation approaches using vascular phantoms in conjunction with 3D landmark localization and registration", Proc. SPIE 9784, Medical Imaging 2016: Image Processing, 978419 (21 March 2016); doi: 10.1117/12.2216091; https://doi.org/10.1117/12.2216091
PROCEEDINGS
7 PAGES


SHARE
RELATED CONTENT

Reversed engineering of a product model (RPM)
Proceedings of SPIE (August 01 1990)
Three-dimensional modeling of complex environments
Proceedings of SPIE (December 22 2000)
3D scene modeling from multiple range views
Proceedings of SPIE (September 13 1995)
Range image integration for direct replication of objects
Proceedings of SPIE (January 09 1997)
3D object registration in image sequences
Proceedings of SPIE (April 06 1998)

Back to Top